PyData Trójmiasto #31
18:00 - 18:05 - Meeting boarding
18:05 - 18:10 - A few words about PyData
18:10 - 18:50 - Divide and Conquer in the LLM world - LLM agents by Sebastian Chwilczyński
Andrew Ng said that AI agent workflows will drive massive AI progress this year, and all AI practitioners should pay attention to this trend. I'm the last one to undermine his words, so let's dive deep into agentic systems. In this presentation, we are going to explore the four most fundamental design patterns for Agent Systems: Reflection, Tools Use, Planning, and Collaboration. Along the way, we'll learn some best practices and examine recent use cases to see these principles in action.
18:50 - 19:35 - Bridging LLM and Databases: Lessons learned in production by Mateusz Hordyński
Prepare to dive into the exciting world of Large Language Models (LLMs) and structured data sources. In this session, we'll shed light on how to link LLMs to relational databases. We'll explore case studies and share different tried-and-tested approaches to achieve this. You'll understand the benefits, the obstacles, and what's on the horizon for integrating LLMs and structured data. Whether you're a seasoned professional in data science or just starting out, this talk has something to help you improve your skills in working with LLMs and external structured data sources.
19:35 - Pizza & Networking
We are welcoming you to join 31st edition of PyData Trójmiasto meetup!
When: 18th of June, at 18:00
Where: Room 002, Building B, Gdańsk Science-Technology Park.
Registration: event is free to join, just let us know you're coming by RSVP on meetup to estimate pizzas.
